Try our new research platform with insights from 80,000+ expert users

Pentaho Data Integration and Analytics vs WhereScape RED comparison

 

Comparison Buyer's Guide

Executive SummaryUpdated on Dec 19, 2024

Review summaries and opinions

We asked business professionals to review the solutions they use. Here are some excerpts of what they said:
 

ROI

Sentiment score
7.2
Pentaho Data Integration offers cost-effective, efficient ETL solutions with significant time savings, enhancing IT processes despite perceived obsolescence.
Sentiment score
7.0
WhereScape RED offers varied returns, with some users experiencing quick ROI, efficient development, and substantial gains.
I can testify to the return on investment with metrics regarding time saved; we have increased our efficiency by about 20 to 30 percent due to the swift migration processes facilitated by the tool.
Data Integration Developer at a tech services company with 1,001-5,000 employees
I have seen a return on investment; my team was able to stay extremely small even though we had a lot of data integrations with many companies.
Principal Software Engineer at a tech vendor with 10,001+ employees
 

Customer Service

Sentiment score
5.1
Pentaho's support is praised for knowledge and responsiveness, but response times vary, especially for the community edition.
Sentiment score
8.3
Customer service is often excellent and prompt, although some feel support wanes post-purchase and seems money-driven.
take the time to understand our business requirements, offering appropriate recommendations.
Data Integration Developer at a tech services company with 1,001-5,000 employees
24/7 assistance is available for the Enterprise Edition.
Data architect at a tech vendor with 10,001+ employees
I didn't really have to use customer support that often, but when I did, they responded pretty quickly.
Principal Software Engineer at a tech vendor with 10,001+ employees
 

Scalability Issues

Sentiment score
7.2
Pentaho scales well for small to medium data, but may struggle with large datasets, fitting diverse organizational roles.
Sentiment score
6.6
WhereScape RED efficiently scales with large data, improves ETL processing, and enhances speeds using ELT and SQL features.
It can be scaled well until you reach a point where you need to perform a lot of operations, and the issue arises when it runs out of memory to handle some data.
Data engineer at a educational organization with 1,001-5,000 employees
Even if I change the JVM, Pentaho Data Integration and Analytics does not work well when we have a lot of data transport in memory RAM.
Founder-CEO at Ubuntu Analytica
Pentaho Data Integration and Analytics' scalability is commendable, as it allows us to scale up according to our needs.
Data architect at a tech vendor with 10,001+ employees
 

Stability Issues

Sentiment score
7.1
Pentaho is generally stable and reliable, though occasional memory issues and bugs occur, especially in community editions.
Sentiment score
6.6
WhereScape RED's stability varies; it's praised for maturity and speed, yet some report resource and debugging challenges.
I find that version 3.1 is the most stable version I have ever used.
Founder-CEO at Ubuntu Analytica
Performance issues arise due to reliance on a flowchart-based mechanism instead of scripts, which can lead to longer execution times.
Data architect at a tech vendor with 10,001+ employees
It's pretty stable, however, it struggles when dealing with smaller amounts of data.
Data Architecture and Engineering Specialist at coprocenva
 

Room For Improvement

Pentaho needs improved logging, debugging, user interface, performance, environment management, cloud support, documentation, and user feedback integration.
WhereScape RED suffers from scalability issues, lacking performance efficiency, enhanced documentation, better GUI, and improved support for multi-database environments.
We should also explore more effective partitioning for parallel processing and fine-tuning database connections to reduce load times and improve ETL speed.
Data Integration Developer at a tech services company with 1,001-5,000 employees
Pentaho Data Integration and Analytics can be improved by working with different environments, specifically the possibility to change the variables, meaning I write my variables only once and can change them for different environments such as production or development.
Founder-CEO at Ubuntu Analytica
The more you can make it easier for companies to feel comfortable that your product is secure, robustly tested and bug-free, and free of any other kind of negative hacks, the more quickly it will get accepted.
Principal Software Engineer at a tech vendor with 10,001+ employees
 

Setup Cost

Pentaho Data Integration provides free and paid versions, with users valuing cost-effectiveness despite rising Enterprise Edition prices.
WhereScape RED's flexible developer-based licensing and native SQL code provide cost-effective, vendor-independent data warehousing solutions with quick ROI potential.
I use the community version of Pentaho Data Integration and Analytics, and I do not need additional costs.
Project Manager at Laberit
The setup cost was minimal, and the pricing experience was pretty good.
Data engineer at a educational organization with 1,001-5,000 employees
 

Valuable Features

Pentaho offers intuitive data integration with extensive customization, supporting rapid ETL development, big data, and minimal coding.
WhereScape RED streamlines data warehousing with automation, agile support, user-friendly interface, and compatibility with leading methodologies.
Pentaho Data Integration and Analytics has positively impacted my organization because it is easier to use, and my knowledge about this work facilitates the translation from the source to my final system.
Project Manager at Laberit
It reduced the manual labor significantly. I saw a reduction in hours spent getting data, specifically going from around three weeks of manual labor for each month for singular data that was collected daily to around two to three hours a week for a month, thanks to the checks that Pentaho Data Integration and Analytics has in place, transforming how we manage that data.
Data engineer at a educational organization with 1,001-5,000 employees
Pentaho Data Integration and Analytics has positively impacted my organization because it meant we didn't have to write a lot of custom API back-end processing logic; it did the majority of that heavy lifting for us.
Principal Software Engineer at a tech vendor with 10,001+ employees
 

Categories and Ranking

Pentaho Data Integration an...
Ranking in Data Integration
10th
Average Rating
8.0
Reviews Sentiment
6.7
Number of Reviews
59
Ranking in other categories
No ranking in other categories
WhereScape RED
Ranking in Data Integration
47th
Average Rating
8.2
Reviews Sentiment
7.2
Number of Reviews
15
Ranking in other categories
No ranking in other categories
 

Mindshare comparison

As of February 2026, in the Data Integration category, the mindshare of Pentaho Data Integration and Analytics is 1.5%, up from 1.3% compared to the previous year. The mindshare of WhereScape RED is 1.0%, up from 1.0% compared to the previous year. It is calculated based on PeerSpot user engagement data.
Data Integration Market Share Distribution
ProductMarket Share (%)
Pentaho Data Integration and Analytics1.5%
WhereScape RED1.0%
Other97.5%
Data Integration
 

Featured Reviews

Michelle Lawson - PeerSpot reviewer
Principal Software Engineer at a tech vendor with 10,001+ employees
Streamlines complex data workflows and has supported automated customer payment notifications
I haven't used Pentaho Data Integration and Analytics in a couple of years, so I don't know how it can be improved. I was pretty pleased with it and was self-taught on it, working a lot with their team at various times, but they were surprised that I was able to learn it all by myself. The documentation is not bad, and documentation is the main thing that any product can do to make themselves better because the easier it is to find examples of what you're trying to do improves the learning curve. I think it took me the longest to learn how to do the asynchronous processing and have things wait for other things to finish processing before continuing on in the workflow. I choose 8 out of 10 because the one reason that it's been rejected at T-Mobile is that everything has to go through a provisioning process and has to get approved, meaning the actual code base has to be investigated by T-Mobile before they'll allow us to use tools of that nature. For whatever reason, we just haven't been able to get that approval; I don't know if it's on Pentaho Data Integration and Analytics' side or if it's on our side. The more you can make it easier for companies to feel comfortable that your product is secure, robustly tested and bug-free, and free of any other kind of negative hacks, the more quickly it will get accepted.
reviewer1618884 - PeerSpot reviewer
BI Analyst DW Architect at a mining and metals company with 10,001+ employees
Quick to set up, flexible, and stable
The scheduling part I don't like due to the fact that it allows you to schedule as a parent and child and other things, however, the error trackability has to be a little more user-friendly. It's also not user-friendly in the sense that it loads all the jobs and there are not enough filters so that it doesn't need to load everything. If the job fails, you don't get any type of alert or email. It would be ideal if there was some sort of automated alert message. Technical support isn't the best. It would be ideal if we understood how to do it in a card exception regarding exclusion, where the card is captured separately rather than filling the whole process on the data inbound side. Certain workloads like this are organized in such a way where you seem to be doubling the work as opposed to streamlining the process.
report
Use our free recommendation engine to learn which Data Integration solutions are best for your needs.
881,733 professionals have used our research since 2012.
 

Top Industries

By visitors reading reviews
Financial Services Firm
13%
Educational Organization
9%
Computer Software Company
8%
Manufacturing Company
7%
Healthcare Company
10%
Financial Services Firm
9%
Insurance Company
9%
Computer Software Company
8%
 

Company Size

By reviewers
Large Enterprise
Midsize Enterprise
Small Business
By reviewers
Company SizeCount
Small Business18
Midsize Enterprise17
Large Enterprise30
By reviewers
Company SizeCount
Small Business6
Midsize Enterprise4
Large Enterprise11
 

Questions from the Community

Which ETL tool would you recommend to populate data from OLTP to OLAP?
Hi Rajneesh, yes here is the feature comparison between the community and enterprise edition : https://www.hitachivantara.com/en-us/pdf/brochure/leverage-open-source-benefits-with-assurance-of-hita...
What do you think can be improved with Hitachi Lumada Data Integrations?
In my opinion, the reporting side of this tool needs serious improvements. In my previous company, we worked with Hitachi Lumada Data Integration and while it does a good job for what it’s worth, ...
What do you use Hitachi Lumada Data Integrations for most frequently?
My company has used this product to transform data from databases, CSV files, and flat files. It really does a good job. We were most satisfied with the results in terms of how many people could us...
Ask a question
Earn 20 points
 

Also Known As

Hitachi Lumada Data Integration, Kettle, Pentaho Data Integration
No data available
 

Overview

 

Sample Customers

66Controls, Providential Revenue Agency of Ro Negro, NOAA Information Systems, Swiss Real Estate Institute
British American Tobacco, Cornell University, Allianz Benelux, Finnair, Solarwinds and many more.
Find out what your peers are saying about Pentaho Data Integration and Analytics vs. WhereScape RED and other solutions. Updated: January 2026.
881,733 professionals have used our research since 2012.